"""A script that processes the input CSV files and copies them into a SQLite database."""
import csv
import sqlite3
import os
import sys
import click
import time
__version__ = '2.1.0'
def write_out(msg):
if write_out.verbose:
print(msg)
class CsvOptions:
def __init__(self,
typing_style="quick",
drop_tables=False,
delimiter=",",
encoding="utf8",
bracket_style="all"):
self.typing_style = typing_style
self.drop_tables = drop_tables
self.delimiter = delimiter
self.encoding = encoding
self.bracket_style = bracket_style
class CsvFileInfo:
def __init__(self, path, options = None):
self.path = path
self.columnNames = None
self.columnTypes = None
self.csvfile = None
self.reader = None
self.options = options
if not options:
self.options = CsvOptions()
self.lb, self.rb = ("[", "]") if options.bracket_style == "all" else ("", "")
def get_table_name(self):
return os.path.splitext(os.path.basename(self.path))[0]
def get_minimal_type(self, value):
try:
int(value)
return "integer"
except ValueError:
pass
try:
float(value)
return "real"
except ValueError:
pass
return "text"
def __enter__(self):
self.csvfile = open(self.path, encoding=self.options.encoding)
self.reader = csv.reader(self.csvfile, delimiter=self.options.delimiter)
return self
def __exit__(self, *args):
if self.csvfile:
self.csvfile.close()
def get_restarted_reader(self):
self.csvfile.seek(0)
return self.reader
def determine_types(self):
write_out("Determining types")
rdr = self.get_restarted_reader()
self.columnNames = [name for name in next(rdr)]
cols = len(self.columnNames)
if self.options.typing_style == 'none':
self.columnTypes = ["text"] * cols
return
self.columnTypes = ["integer"] * cols
for row in rdr:
for col in range(cols):
if self.columnTypes[col] == "text":
continue
col_type = self.get_minimal_type(row[col])
if self.columnTypes[col] != col_type:
if col_type == "text" or \
(col_type == "real" and self.columnTypes[col] == "integer"):
self.columnTypes[col] = col_type
if self.options.typing_style == 'quick':
break
def save_to_db(self, connection):
write_out("Writing table " + self.get_table_name())
cols = len(self.columnNames)
if self.options.drop_tables:
try:
write_out("Dropping table " + self.get_table_name())
connection.execute('drop table [{tableName}]'.format(tableName=self.get_table_name()))
except:
pass
createQuery = 'create table [{tableName}] (\n'.format(tableName=self.get_table_name()) \
+ ',\n'.join("\t%s%s%s %s" % (self.lb, i[0], self.rb, i[1]) for i in zip(self.columnNames, self.columnTypes)) \
+ '\n);'
write_out(createQuery)
connection.execute(createQuery)
linesTotal = 0
currentBatch = 0
reader = self.get_restarted_reader()
buf = []
maxL = 10000
next(reader) #skip headers
for line in reader:
buf.append(line)
currentBatch += 1
if currentBatch == maxL:
write_out("Inserting {0} records into {1}".format(maxL, self.get_table_name()))
connection.executemany('insert into [{tableName}] values ({cols})'
.format(tableName=self.get_table_name(), cols=','.join(['?'] * cols)),
buf)
linesTotal += currentBatch
currentBatch = 0
buf = []
if len(buf) > 0:
write_out("Flushing the remaining {0} records into {1}".format(len(buf), self.get_table_name()))
connection.executemany('insert into [{tableName}] values ({cols})'
.format(tableName=self.get_table_name(), cols=','.join(['?'] * cols)),
buf)
linesTotal += len(buf)
return linesTotal
@click.command()
@click.option("--file", "-f",
type=click.Path(exists=True),
help="A file to copy into the database. \nCan be specified multiple times. \n"
"All the files are processed, including file names piped from standard input.",
multiple=True)
@click.option("--output", "-o", help="The output database path",
type=click.Path(),
default=os.path.basename(os.getcwd()) + ".db")
@click.option('--typing', "-t",
type=click.Choice(['full', 'quick', 'none']),
help="""Determines whether the script should guess the column type (int/float/string supported).
quick: only base the types on the first line
full: read the entire file
none: no typing, every column is string""",
default='quick')
@click.option("--drop-tables/--no-drop-tables", "-D",
help="Determines whether the tables should be dropped before creation, if they already exist"
" (BEWARE OF DATA LOSS)",
default=False)
@click.option("--verbose", "-v",
is_flag=True,
help="Determines whether progress reporting messages should be printed",
default=False)
@click.option("--delimiter", "-x",
help="Choose the CSV delimiter. Defaults to comma. Hint: for tabs, in Bash use $'\\t'.",
default=",")
@click.option("--encoding", "-e",
help="Choose the input CSV's file encoding. Use the string identifier Python uses to specify encodings, e.g. 'windows-1250'.",
default="utf8")
@click.option('--bracket-style',
type=click.Choice(['all', 'none']),
help="""Determines whether all the column names should be wrapped in brackets, or none of them should be.
Keep in mind that if you select 'none', it is up to you to ensure the CSV's column names are also valid SQLite column names.
all: wrap all.
none: no brackets""",
default='all')
def start(file, output, typing, drop_tables, verbose, delimiter, encoding, bracket_style):
"""A script that processes the input CSV files and copies them into a SQLite database.
Each file is copied into a separate table. Column names are taken from the headers (first row) in the csv file.
If file names are passed both via the --file option and standard input, all of them are processed.
For example in PowerShell, if you want to copy all the csv files in the current folder
into a database called "out.db", type:
ls *.csv | % FullName | csv-to-sqlite -o out.db
"""
write_out.verbose = verbose
files = list(file)
if not sys.stdin.isatty():
files.extend(list(sys.stdin))
if not files:
print("No files were specified. Exiting.")
return
options = CsvOptions(typing_style=typing, drop_tables=drop_tables, delimiter=delimiter, encoding=encoding, bracket_style=bracket_style)
write_csv(files, output, options)
def write_csv(files, output, options):
write_out("Output file: " + output)
conn = sqlite3.connect(output)
write_out("Typing style: " + options.typing_style)
totalRowsInserted = 0
startTime = time.perf_counter()
with click.progressbar(files) as _files:
actual = files if write_out.verbose else _files
for file in actual:
try:
file = file.strip()
write_out("Processing " + file)
with CsvFileInfo(file, options) as info:
info.determine_types()
totalRowsInserted += info.save_to_db(conn)
except Exception as exc:
print("Error on table {0}: \n {1}".format(file, exc))
print("Written {0} rows into {1} tables in {2:.3f} seconds".format(totalRowsInserted, len(files), time.perf_counter() - startTime))
conn.commit()
if __name__ == "__main__":
start()
else:
write_out.verbose = False
